Designing a Financial Database

This is a university team project that consisted of designing, implementing, and optimizing a database about a specific topic. The project language is Italian. Specifically, we started by identifying the key entities within the financial domain and designed the ER schema with normalization roles. We

Exploring COVID-19 Trends with Data Visualization

During the COVID-19 Pandemic period, I decided to self-lead a project on my own initiative. The motivation behind it was to create something informative with a social contribution.

Interpreting Protein BERT & Mitigating Clever Hans

This is an ongoing research-oriented project I am working on. It is about interpreting Protein BERT on protein sequence classification by inspecting its attention mechanism. In particular, it involves detecting and overcoming the Clever Hans effect the model is relying on during inference time.

Convolutional Neural Network From Scratch

In this short project, I have implemented the essential operations in a typical Convolutional Neural Network. By correctly stacking these operations, we get the full forward pass of a CNN on a given input volume. Image Source: MathWorks

Solving Coding Puzzles

Solving challenging coding problems allows me to self-assess my problem-solving skills and improve my coding speed and quality. Image by rawpixel.com